Kei te hurihia e te kaiawhina waehere AI te huarahi e hangaia ai e ngā tīma hou ngā pūmanawa, ā, kei te hurihia e tēnei panoni te huarahi e whakatata atu ai a DevSecOps ki te haumarutanga. I ēnei rā, kāore te wero i te kimi i ngā mea hou. He maha ngā tīma e whakamahi ana i ngā matawai mō ngā waehere, ngā whakawhirinakitanga, ngā mea ngaro, ngā hanganga, me ngā CI/CD pipelineHeoi, kāore e taea e te kitenga anake te whakaiti i te mōrearea.
Ko te wāhanga uaua ko te whakatau:
- He aha te mea hei whakatika tuatahi
- Me pēhea te whakatika i te mea haumaru
- Ko ēhea ngā take ka taea te tatari
- Me pēhea te karo i te whakaroa i te tuku
Kāore i te kore ngā tīma haumarutanga i ngā whakatūpato. Engari, kāore i a rātou te wā, te horopaki, me ngā huarahi pono hei mahi i ngā mea tino nui. Nō reira, ka roa ake te tuwhera o ngā ngoikoretanga i te wā e tumanakohia ana.
Koinei tonu te wāhi Te whakaora i te AI ka waihanga uara.
Mō tētahi tirohanga whānui ake ki te āhua o te whakarerekētanga a te AI i te whenua mōrearea, tirohia tā mātou aratohu ki Haumarutanga Ipurangi AI.
He aha te Kaiawhina Whakawaehere AI (me te aha te Haumarutanga he raruraru ināianei)
An Kaiawhina tohu AI He taputapu e whakaputa ana i ngā whakaaro waehere mā te whakamahi i ngā tauira reo nui. Ka tātarihia te horopaki mai i tō putunga raraunga, ā, ka matapaetia he aha te waehere ka puta mai i muri mai. Ko ngā tauira rongonui ko GitHub Copilot, Cursor, me ētahi atu toronga IDE e whakahaerehia ana e te AI.
Heoi, ka arotauhia e ēnei pūnaha te tere me te tika, kaua te haumarutanga. Hei tauira:
- Ka tāruatia e rātou ngā tauira i kitea i roto i ngā raraunga whakangungu
- E kī ana rātou he tawhito, he ngoikore rānei ngā whakawhirinakitanga
- Kāore rātou e aro ki ngā here haumarutanga e pā ana ki tō taiao
Nā reira, ka puta pea he mōrearea i roto i te waehere i hangaia e te AI, me te kore whakatūpato. Heoi anō, he maha ngā wā ka whakawhirinaki ngā kaiwhakawhanake ki ēnei whakaaro nā te mea he tika te āhua i te tirohanga tuatahi.
He taputapu te kaiawhina waehere AI e whakaputa ana i ngā whakaaro waehere mā te whakamahi i ngā tauira reo nui. Ka āwhina i ngā kaiwhakawhanake ki te tuhi waehere tere ake, engari kāore e kī taurangi he haumaru, he mārama ki te horopaki, he haumaru rānei te putanga mō te whakaputa.
Ngā Mōrearea Haumarutanga o te Kaiāwhina Waehere AI i roto i te Waehere i Hangaia e te AI
Ka whakaurua mai e te waehere i hangaia e te AI ētahi tūponotanga matapae. Kei raro nei ngā mea tino kitea i roto i ngā rerengamahi whanaketanga tūturu.
Ngā Tauira Waehere Kore Haumaru
Tērā pea ka puta he whakatinanatanga mōrearea i ngā kaiawhina waehere AI. Hei tauira:
- Ngā ngoikoretanga o te werohanga SQL
- Arorau motuhēhēnga ngoikore
- Ngaro ana te whakamana whakauru
He maha ngā wā ka āhua whai hua ēnei take, engari kāore e angitu i roto i ngā horopaki whakaeke o te ao tūturu.
He taputapu te kaiawhina waehere AI e whakaputa ana i ngā whakaaro waehere mā te whakamahi i ngā tauira reo nui. Ka āwhina i ngā kaiwhakawhanake ki te tuhi waehere tere ake, engari kāore e kī taurangi he haumaru, he mārama ki te horopaki, he haumaru rānei te putanga mō te whakaputa.
| Risk | He aha e tupu | Pānga Kaha | Mana Whakahaere i Manakohia |
|---|---|---|---|
| Ngā Tauira Waehere Kore Haumaru | Ka tūtohu te kaiawhina waehere AI i ngā arorau mōrearea pērā i te ngoikore o te manatoko, ngā patai kore haumaru rānei. | Ngā ngoikoretanga o te taupānga, ngā hapa ka taea te whakamahi kino, ngā mana whakahaere haumarutanga pakaru. | Te wa-roa SAST i roto i te IDE me pipeline. |
| Ngā Whakawhirinakitanga Whakaraerae | E taunaki ana te kaiawhina i ngā mōkihi tawhito, mōrearea rānei. | Te tūponotanga o te mekameka tuku taonga, ngā CVE e mōhiotia ana, ngā hanganga kāore i te pumau. | SCA te whakamana me te whakatinana i ngā kaupapa here whakawhirinakitanga. |
| Ngā Mea Ngaro Pūmau | Ka puta ngā kī, ngā tohu, ngā taipitopito tuakiri rānei i roto i te waehere kua hangaia. | Ngā turuturu tohu tuakiri, te takahi i te pūkete, te nekehanga taha. | Te kimi i ngā mea ngaro i mua i te commit ā, i roto i te CI. |
| Waehere Pōuri, Whakahē rānei | Ka whakaputa te kaiawhina i te waehere he uaua ki te arotake, he waehere rānei e kore e taea te mahi. | Arorau kino, kawenga huna, karo arotake. | Arotake waehere me ngā arowhai kaupapa here aunoa. |
| Te Kore o te Mōhiotanga Horopaki | Ka warewarehia e te kaiawhina waehere AI te hoahoa haumarutanga me ngā arorau pakihi o nāianei. | Ngā mana whakahaere pakaru, ngā hokinga whakamuri, ngā whakaurunga haumaru kore. | Matawai e mōhio ana ki te horopaki me ngā rerengamahi whakaora e tiakina ana. |
Ngā Whakawhirinakitanga Whakaraerae
He maha ngā wā ka tūtohu ngā taputapu AI i ngā whare pukapuka o waho. Heoi anō:
- Tērā pea kei roto i ngā mōkihi kua tūtohutia ngā ngoikoretanga e mōhiotia ana
- Tērā pea kua tawhito, kua kore rānei e haumaru ngā putanga
- Kāore pea e taea te manatoko i ngā whakawhirinakitanga
Nō reira, ka tino piki ake ngā mōrearea o te mekameka tuku.
Ngā Mea Ngaro me ngā Tohu Kua Whakapūmautia
I ētahi wā, ko ngā waehere i hangaia e te AI:
- Taviri API
- taipitopito
- Ngā tohu kua whakauruhia tika ki roto i te waehere
Ka puta tēnei nā te mea he maha ngā wā kei roto i ngā raraunga whakangungu he tauira kore haumaru. Nō reira, ka turuturu pea ngā raraunga tairongo ki roto i ngā putunga raraunga.
Ngā Whakaaro Waehere Kino, Ngā Whakaaro Waehere Kua Pōhēhētia rānei
Ahakoa he onge, ko ētahi o ngā whakaaro ka uru atu ki:
- Arorau whakapae
- Ngā tauira waehere kua whakapōreareatia
- Ngā whanonga huna
Ka puta he mōrearea pea i roto i te mekameka tuku, inā koa ka whakaaetia e ngā kaiwhakawhanake ngā whakaaro me te kore arotake.
Te Kore o te Mōhiotanga Horopaki
Kāore ngā kaiawhina waehere AI e tino mārama ki te hoahoa o tō taupānga. Nō reira:
- Tērā pea ka karohia ngā mana whakahaere haumarutanga
- Tērā pea ka pakaru te arorau o nāianei
- Kāore pea e taea te whakatinana i ngā kaupapa here
Arā, ka taupatupatu pea te waehere i hangaia e te AI ki tō tauira haumarutanga.
He aha i kore ai e rawaka ngā taputapu haumarutanga tuku iho
Ka roa rawa te mahi a ngā taputapu haumarutanga tuku iho i roto i te tukanga whakawhanake. Hei tauira, ka puta te nuinga o ngā matawai i muri i te otinga o te waehere. commiti whakatinanahia, i whakatinanahia rānei.
Heoi, ka whakaurua wawetia te waehere i hangaia e te AI, i roto i te IDE. Nō reira:
- Kua roa rawa te kitenga o ngā raruraru
- Me mahi anō ngā kaiwhakawhanake i te waehere
- He ngenge kei te pā mai ki ngā tīma haumaru te ngenge ki te whakatūpato
Heoi anō, kāore i roto i ngā taputapu tuku iho te horopaki whakahaere. Kāore e taea e rātou te whakatau i ngā wā katoa mēnā ka taea te whakamahi i tētahi ngoikoretanga.
Ko te whanaketanga e āwhinahia ana e te AI me whai haumarutanga i te wā tūturu, e mōhio ana ki te horopaki.
He taputapu te kaiawhina waehere AI e whakaputa ana i ngā whakaaro waehere mā te whakamahi i ngā tauira reo nui. Ka āwhina i ngā kaiwhakawhanake ki te tuhi waehere tere ake, engari kāore e kī taurangi he haumaru, he mārama ki te horopaki, he haumaru rānei te putanga mō te whakaputa.
| Area | Kaiāwhina Whakawaehere AI Anake | Kaiāwhina Whakawaehere AI me te Apa Haumarutanga |
|---|---|---|
| Ngā Whakaaro Waehere | Tere, engari kāore i whakamanahia mō te haumarutanga. | Tere, ā, tirohia i te wā tonu mō ngā tauira kore haumaru. |
| Ngā taunga | Tērā pea he mōkihi mōrearea, he putanga tawhito rānei. | Ka manatokohia ngā mōkihi, ka āraia hoki ina he haumaru kore. |
| ngaro | Ka taea te whakauru i ngā tohu, i ngā taipitopito tuakiri rānei ki te waehere. | Ka kitea ngā mea ngaro i mua i te taenga ki Git. |
| Tuhinga | Kāore he taurangi e haumaru ana, e oti ana rānei ngā whakatikatika. | Ka whakamanahia ngā whakatikatika, ka whakaritea ngā mea matua, ā, ka arotakehia anō i roto i te horopaki. |
| Rerenga Mahi a te Kaiwhakawhanake | He tere ake, engari he mōrearea huna. | He tere ake me te haumarutanga kua whakauruhia ki roto i te IDE me pipelines. |
Me pēhea te tiaki i te putanga o te kaiawhina waehere AI i roto i te mahi
Hei whakaiti i te mōrearea, me whakauru tika ngā tīma i te haumarutanga ki roto i te tukanga whakawhanake.
1. Matawai i te Waehere i te Wā Tūturu (Neke ki Mauī)
Me tīmata te haumarutanga i roto i te IDE. Hei tauira:
- Whakahaere SAST ngā matawai i te wā e waehere ana
- Tuku urupare tonu
- Āraia ngā tauira morearea i te wā tōmua
Nā reira, ka whakatikahia e ngā kaiwhakawhanake ngā raruraru i mua i te taenga atu ki te pipeline.
2. Whakamana Aunoa i ngā Whakawhirinakitanga
Me whakahaere tonu ngā tūponotanga o te whakawhirinakitanga. Nō reira:
- whakamahi SCA hei tātari i ngā whare pukapuka
- Āraia ngā mōkihi kino, ngoikore rānei
- Aroturuki aunoa i ngā whakahōunga
Ka whakaitihia e tēnei te pānga ki te mekameka tuku.
3. Kimihia ngā mea ngaro i mua i te taenga ki Git
Kaua rawa ngā mea ngaro e uru ki te mana whakahaere putanga. I roto i te mahi:
- Matawaihia te waehere i mua i te commit
- Kimihia ngā tohu me ngā tohu whaimana
- Poraka commitina hiahiatia
Mā tēnei ka ārai i ngā turuturu i te wā wawe.
4. Whakatairangahia ngā Mōrearea Ka Taea te Whakamahi Anake
Kāore e ōrite te hiranga o ngā ngoikoretanga katoa. Nō reira:
- Whakamahia te tātaritanga taea te toro atu
- Whakamahia te whakatauranga EPSS
- Arotahi ki ngā ara whakaeke tūturu
Nā reira, ka whakaitihia te haruru e ngā tīma, ā, ka tere ake tā rātou mahi.
5. Whakahoutia ngā Whakatikatika Haumaru me te kore e takahi i te Waehere
Kāore e taea te whakatōpū i ngā ngoikoretanga mā te whakatika ā-ringa. Engari:
- Whakamahia te whakatikatika aunoa
- Hanga pull requests me ngā whakatikatika
- Whakamanahia ngā huringa i mua i te hanumitanga
Ka whakapai ake tēnei i te tere me te pupuri tonu i te pumau.
Hei tāpiritanga, ka taea e ngā tīma te whakapakari i tēnei tukanga mahi mā te application security posture management hei hono i ngā kitenga puta noa i ngā IDE, ngā putunga raraunga, me pipelines.
Hei tiaki i te waehere i hangaia e te AI, me matawai wā-tūturu ngā tīma, me whakamana aunoa i te whakawhirinakitanga, me kimi mea ngaro, me whakarite i ngā kaupapa matua o te horopaki, me ngā rerengamahi whakaora haumaru. Me whakahaere te haumarutanga i roto i te IDE me te puta noa CI/CD.
| wāhanga | Whāinga Haumarutanga | Ngā Mea e Tika Ana kia Mahihia e ngā Tīma |
|---|---|---|
| HERE | Hopukia wawetia te waehere i hangaia e te AI morearea | Whakahaere SAST, te kimi mea ngaro, me ngā arowhai whakawhirinakitanga i te wā tonu. |
| Pre-Commit | Whakamutua ngā huringa mōrearea i mua i te Git | Whakamanahia ngā mea ngaro, ngā mōkihi, me ngā takahi kaupapa here i mua i te whakakorenga o te waehere commitTed. |
| Pull Request | Arotakehia, whakamanahia hoki ngā huringa kua hangaia | Whakamahia ngā matawai aunoa, te whakatau kaupapa matua horopaki, me ngā kaupapa here guardrails. |
| CI/CD | Āraia te waehere haumaru kore kei ahu whakamua | Whakamana SAST, SCA, me ngā tirotiro mekameka tuku i roto i pipelines. |
| Whakatikatika | Whakatikahia ngā take i te tauine nui me te kore e hoki whakamuri | Whakamahia te whakatikatika aunoa, ngā whakatikatika e hangai ana ki te PR, me te whakamana i ngā huringa-whati. |
Kaiāwhina Whakawaehere AI i roto i CI/CDNgā Tūponotanga Huna i roto i Pipelines
Kāore te waehere i hangaia e te AI e mutu i te IDE. Ka neke ki roto CI/CD pipelines, te wāhi e piki ake ai ngā mōrearea.
Hei tauira:
- Hangaia he paitini mā roto i ngā tuhinga haumaru kore
- Ngā whakaeke werohanga whakawhirinakitanga
- Ngā mōkihi kino i whakaurua mai i te wā hangahanga
Heoi anō, mēnā kāore i te tika te manatoko, ka hipa pea ngā huringa i hangaia e te AI i ngā mana whakahaere tuku iho.
Na reira, CI/CD he mea nui te haumarutanga me te tiakitanga o te mekameka tuku pūmanawa.
Ka taea e te waehere i hangaia e te AI te waihanga i ngā mōrearea huna i roto i CI/CD pipelines, inā koa ka whakauruhia he tuhinga morearea, he mōkihi kino, he whakawhirinakitanga ngoikore rānei. Nō reira, ka noho hei mea nui te haumarutanga mekameka tuku.
Ngā Mahi Pai mō te Haumarutanga o te Kaiāwhina Whakawaehere AI mō ngā Tīma DevSecOps
Hei whakamahi haumaru i ngā kaiawhina waehere AI, me whai ngā tīma i ēnei tikanga:
- Tautuhia guardrails mō te waehere i hangaia e te AI
- Whakaū i ngā kaupapa here i roto i CI/CD pipelines
- Matawaihia te waehere puta noa i te SDLC
- Aroturuki i ngā whakawhirinakitanga me ngā whakahōutanga
- Whakauruhia te haumarutanga ki roto i te IDE me pipelines
Mā ēnei mahi katoa ka whakaiti i te mōrearea me te pupuri tonu i te tere o te whanaketanga.
Ka whakaputa waehere ngā kaiawhina waehere AI, engari kāore e whakamanahia. Me whai paparanga haumarutanga hei matawai, hei whakatau i ngā take matua, me te whakatika i mua i te taenga ki te whakaputanga.
Mai i te Kaiawhina Whakawaehere AI ki te Waehere Haumaru: Te Tāpiri i tētahi Papa Haumarutanga
Ka whakaputa waehere ngā kaiawhina waehere AI, engari kāore e whakamanahia. Nō reira, me whai paparanga haumarutanga.
Me mahi tēnei paparanga puta noa i:
- Ngā taiao IDE
- CI/CD pipelines
- Ngā rerengamahi hanga me te whakatinanatanga
Hei tauira, ka whakauruhia e ngā tūāpapa pēnei i a Xygeni:
- SAST mō te tātari waehere
- SCA mō te haumarutanga whakawhirinakitanga
- Te kimi i ngā mea ngaro
- Whakatika-Aunoa AI mō te whakatikatika
- Xygeni Bot mō te mahi aunoa pull requests
Nā reira, ka noho te haumarutanga hei wāhanga o te tukanga whakawhanake, kaua hei taahiraa motuhake.
Hei tauira, te whakakotahi AI SAST mā te Te whakatika i ngā ngoikoretanga aunoa o te AI ka āwhina i ngā tīma ki te whakatika i ngā raruraru i mua ake, me te whakaiti i ngā tautohetohe.
Haumarutanga Āwhina Whakawaehere AI: Ngā Kaupapa Matua
- Ka whakatereterehia te whanaketanga e ngā kaiawhina waehere AI
- Heoi anō, ka whakauruhia mai e rātou he mōrearea haumarutanga hou
- Me whakamana tonu te waehere i hangaia e te AI
- Me tū te haumarutanga i te wā tūturu, me te mōhio ki ngā horopaki
- Me mahi aunoa kia haumaru ai te tauine
FAQ
He aha te kaiawhina waehere AI?
He taputapu te kaiawhina waehere AI e whakaputa ana i ngā tūtohutanga waehere mā te whakamahi i ngā tauira ako mīhini.
He haumaru te waehere i hangaia e te AI?
Kāo, kāore te waehere i hangaia e te AI i te haumaru i te taunoa, me whakamana.
He aha ngā mōrearea o ngā kaiawhina waehere AI?
Kei roto i ngā mōrearea ko te waehere kore haumaru, ngā whakawhirinakitanga ngoikore, ngā mea ngaro e huraina ana, me ngā mōrearea mekameka tuku.
Me pēhea e taea ai e koe te tiaki i te waehere i hangaia e te AI?
Whakamahia te matawai wā-tūturu, te whakamana whakawhirinakitanga, te kimi mea ngaro, me te whakatika aunoa.
Ka taea e te AI te whakatika aunoa i ngā ngoikoretanga?
Ae, ka taea e te AI te whakaputa i ngā whakatikatika, engari me whakamana i mua i te whakatinanatanga.
Mō te Kaituhi
Fatima Said he tohunga ki ngā ihirangi a te kaiwhakawhanake mō AppSec, DevSecOps, me software supply chain securityKa hurihia e ia ngā tohu haumarutanga uaua hei aratohu mārama, whai hua hoki, hei āwhina i ngā tīma ki te whakarite i ngā kaupapa matua kia tere ake, ki te whakaiti i te haruru, me te tuku waehere haumaru ake.
